{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#default_exp radardsp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2022-06-09 16:03:09.778672: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n",
      "2022-06-09 16:03:09.778727: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n"
     ]
    }
   ],
   "source": [
    "#hide\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from radicalsdk.h5dataset import H5DatasetLoader\n",
    "from radicalsdk.radar.config_v1 import read_radar_params\n",
    "from radicalsdk.radar.v1 import RadarFrame\n",
    "\n",
    "radar_config = read_radar_params('../samples/indoor_human_rcs.cfg')\n",
    "rf = RadarFrame(radar_config)\n",
    "\n",
    "data = H5DatasetLoader('../samples/indoor_sample_50.h5', ['radar'])\n",
    "raw_radar = next(iter(data))[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# radardsp\n",
    "\n",
    "Blocks in FMCW radar signal processing chain"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#hide\n",
    "from nbdev.showdoc import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "\n",
    "import numpy as np\n",
    "from mmwave import dsp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#export\n",
    "\n",
    "def cfar_nms(cfar_in, beamformed_ra, nhood_size=1):\n",
    "    \"\"\"non-maxumim suppression for cfar detections\"\"\"\n",
    "    def get_nhood(xx, yy):\n",
    "        return beamformed_ra[yy-nhood_size:yy+nhood_size+1, xx-nhood_size:xx+nhood_size+1]\n",
    "    \n",
    "    nms_arr = np.zeros_like(cfar_in)\n",
    " \n",
    "    for yy, xx in zip(*np.where(cfar_in == 1)):\n",
    "        nms_arr[yy, xx] = 1 if np.all(beamformed_ra[yy, xx] >= get_nhood(xx, yy)) else 0\n",
    "    \n",
    "    return nms_arr\n",
    "\n",
    "def range_azimuth_ca_cfar(beamformed_radar_cube, nms=True):\n",
    "    \"\"\"Cell-Averaging CFAR on beamformed radar signal\n",
    "    \n",
    "    inputs:\n",
    "      - `beamformed_radar_cube`\n",
    "      - `nms`: default `True` whether to perform non-maximum suppression\n",
    "    \"\"\"\n",
    "    range_az = np.abs(beamformed_radar_cube)\n",
    "    heatmap_log = np.log2(range_az)\n",
    "\n",
    "    first_pass, _ = np.apply_along_axis(func1d=dsp.cago_,\n",
    "                                        axis=0,\n",
    "                                        arr=heatmap_log,\n",
    "                                        l_bound=1.5,\n",
    "                                        guard_len=4,\n",
    "                                        noise_len=16)\n",
    "\n",
    "    # --- cfar in range direction\n",
    "    second_pass, noise_floor = np.apply_along_axis(func1d=dsp.caso_,\n",
    "                                                   axis=0,\n",
    "                                                   arr=heatmap_log.T,\n",
    "                                                   l_bound=3,\n",
    "                                                   guard_len=4,\n",
    "                                                   noise_len=16)\n",
    "\n",
    "    # --- classify peaks and caclulate snrs\n",
    "    SKIP_SIZE = 4\n",
    "    noise_floor = noise_floor.T\n",
    "    first_pass = (heatmap_log > first_pass)\n",
    "    second_pass = (heatmap_log > second_pass.T)\n",
    "    peaks = (first_pass & second_pass)\n",
    "    peaks[:SKIP_SIZE, :] = 0\n",
    "    peaks[-SKIP_SIZE:, :] = 0\n",
    "    peaks[:, :SKIP_SIZE] = 0\n",
    "    peaks[:, -SKIP_SIZE:] = 0\n",
    "\n",
    "    peaks = peaks.astype('float32')\n",
    "\n",
    "    if nms:\n",
    "        peaks = peaks * cfar_nms(peaks, range_az, 1)\n",
    "        \n",
    "    return peaks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# export\n",
    "\n",
    "def range_azimuth_os_cfar(beamformed_datacube,\n",
    "                          k=4,\n",
    "):\n",
    "    \"\"\"\n",
    "    Ordered-statistics CFAR\n",
    "\n",
    "    beamformed_datacube: radar datacube\n",
    "    k: which ordered statistic to use\n",
    "    \"\"\"\n",
    "\n",
    "    # --- preprocess\n",
    "    range_az = np.abs(beamformed_datacube)\n",
    "    heatmap_log = np.log2(range_az)\n",
    "\n",
    "    # --- cfar in azimuth direction\n",
    "    first_pass, _ = np.apply_along_axis(func1d=dsp.os_,\n",
    "                                        axis=0,\n",
    "                                        arr=heatmap_log,\n",
    "                                        k=k,\n",
    "                                        scale=1.1,\n",
    "                                        guard_len=4,\n",
    "                                        noise_len=3)\n",
    "\n",
    "    # --- cfar in range direction\n",
    "    second_pass, noise_floor = np.apply_along_axis(func1d=dsp.os_,\n",
    "                                                   axis=0,\n",
    "                                                   arr=heatmap_log.T,\n",
    "                                                   k=k,\n",
    "                                                   scale=1.1,\n",
    "                                                   guard_len=4,\n",
    "                                                   noise_len=3)\n",
    "\n",
    "    SKIP_SIZE = 4\n",
    "    noise_floor = noise_floor.T\n",
    "    first_pass = (heatmap_log > first_pass)\n",
    "    second_pass = (heatmap_log > second_pass.T)\n",
    "    peaks = (first_pass & second_pass)\n",
    "    peaks[:SKIP_SIZE, :] = 0\n",
    "    peaks[-SKIP_SIZE:, :] = 0\n",
    "    peaks[:, :SKIP_SIZE] = 0\n",
    "    peaks[:, -SKIP_SIZE:] = 0\n",
    "\n",
    "    peaks = peaks.astype('float32')\n",
    "\n",
    "    return peaks\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Example Usage"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic usage for Cell-Averaging CFAR"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 360x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "beamformed_range_azimuth = rf.compute_range_azimuth(raw_radar)\n",
    "ca_cfar_detections = range_azimuth_ca_cfar(beamformed_range_azimuth)\n",
    "\n",
    "plt.figure(figsize=(5, 8))\n",
    "plt.imshow(np.log(np.abs(beamformed_range_azimuth)))\n",
    "plt.scatter(np.where(ca_cfar_detections == 1)[1], np.where(ca_cfar_detections == 1)[0], marker='x', c='r')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 360x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "os_cfar_detections = range_azimuth_os_cfar(beamformed_range_azimuth)\n",
    "\n",
    "plt.figure(figsize=(5, 8))\n",
    "plt.imshow(np.log(np.abs(beamformed_range_azimuth)))\n",
    "plt.scatter(np.where(os_cfar_detections == 1)[1], np.where(os_cfar_detections == 1)[0], marker='x', c='r')\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.10.4 64-bit",
   "language": "python",
   "name": "python3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
